Diabetic retinopathy detection using VGG-NIN a deep learning architecture

Z Khan, FG Khan, A Khan, ZU Rehman, S Shah… - IEEE …, 2021 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a disease that damages retinal blood vessels and leads to
blindness. Usually, colored fundus shots are used to diagnose this irreversible disease. The …

[HTML][HTML] An advanced deep neural network for fundus image analysis and enhancing diabetic retinopathy detection

FMJM Shamrat, R Shakil, B Akter, MZ Ahmed… - Healthcare …, 2024 - Elsevier
Diabetic retinopathy (DR) involves retina damage due to diabetes, often leading to
blindness. It is diagnosed via color fundus injections, but the manual analysis is …

[PDF][PDF] Segmentation of microaneurysms for early detection of diabetic retinopathy using MResUNet

D Qomariah, ITS Nopember, H Tjandrasa… - Int. J. Intell. Eng. Syst, 2021 - inass.org
Diabetic retinopathy is a disease caused by complications of chronic diabetes and can lead
to blindness. Therefore, automatic detection of microaneurysms on retinal fundus images as …

[PDF][PDF] Microaneurysms Detection Using Grey Wolf Optimizer and Modified K-Nearest Neighbor for Early Diagnosis of Diabetic Retinopathy.

M Pundikal, MS Holi - International Journal of Intelligent Engineering & …, 2022 - inass.org
In recent decades, Diabetic Retinopathy (DR) is a progressive eye disease that causes
severe eye injuries if it is not detected and treated on time. Accurate microaneurysms …

[PDF][PDF] Early Detection of Diabetic Retinopathy Using K-means Clustering Algorithm and Ensemble Classification Approach.

NS Basavaraju, S Ganesarathinam - International Journal of Intelligent …, 2021 - inass.org
In recent decades, the automatic recognition of diabetic retinopathy is an emerging research
topic, where diabetic retinopathy is the major cause of vision loss in human beings. The …

Non-proliferative diabetic retinopathy classification based on hard exudates using combination of frcnn, morphology, and anfis

RE Putra, H Tjandrasa, N Suciati… - 2020 Third …, 2020 - ieeexplore.ieee.org
One of retinal eye disease caused by complications of diabetes mellitus is Diabetic
Retinopathy. This disease consists of several levels. Severe diabetic retinopathy can cause …

[PDF][PDF] An Efficient DenseNet for Diabetic Retinopathy Screening.

SC Pravin, SPK Sabapathy, S Selvakumar… - International Journal of …, 2023 - academia.edu
This study aims to propose a novel deep learning framework, ie, efficient DenseNet, for
identifying diabetic retinopathy severity levels in retinal images. Diabetic retinopathy is an …

Detection of COVID-19 from Chest CT Images Using Deep Transfer Learning

A Irsyad, H Tjandrasa - 2021 13th International Conference on …, 2021 - ieeexplore.ieee.org
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is the virus that causes
Covid-19. Covid-19 can spread quickly and lead to death so that the World Health …

[PDF][PDF] Segmentation of COVID-19 Chest CT Images Based on SwishUnet

A Irsyad, H Tjandrasa, SC Hidayati - International Journal of Intelligent …, 2023 - inass.org
Coronavirus disease 2019 (COVID-19), the disease caused by severe acute respiratory
syndrome coronavirus-2 (SARS-CoV-2), has been spreading since 2019 until now. Chest …

Dilated Convolutional Neural Network for Skin Cancer Classification Based on Image Data

U Khasanah, B Surarso… - JTAM (Jurnal Teori dan …, 2023 - journal.ummat.ac.id
Skin cancer is a disorder of cell growth in the skin. Skin cancer has a big impact, causing
physical disabilities that can be seen directly and high treatment costs. In addition, skin …